CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI.
Roshan Reddy UpendraBrian Jamison WentzRichard SimonSuzanne M. ShontzCristian A. LintePublished in: FIMH (2021)
Keyphrases
- left ventricle
- left ventricular
- cardiac imaging
- short axis
- cardiac motion
- long axis
- wall motion
- mri data
- magnetic resonance imaging
- cardiac cycle
- fully automatic
- subject specific
- cardiac mr
- heart motion
- mri images
- tagged mri
- manual segmentation
- mr images
- image analysis
- magnetic resonance
- magnetic resonance images
- abnormality detection
- myocardial perfusion
- medical images
- deformable models
- motion tracking
- fully automated
- motion analysis
- white matter
- automatic segmentation
- medical imaging
- image registration